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2204.06986
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Cross-Image Relational Knowledge Distillation for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
14 April 2022
Chuanguang Yang
Helong Zhou
Zhulin An
Xue Jiang
Yong Xu
Qian Zhang
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Papers citing
"Cross-Image Relational Knowledge Distillation for Semantic Segmentation"
45 / 95 papers shown
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Kevin Choy
Sina Farsiu
295
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SiMA-Hand: Boosting 3D Hand-Mesh Reconstruction by Single-to-Multi-View Adaptation
Yinqiao Wang
Hao Xu
Pheng-Ann Heng
Chi-Wing Fu
3DH
193
5
0
02 Feb 2024
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation
Chao Pang
Xingxing Weng
Jiang Wu
Qiang Wang
Gui-Song Xia
260
9
0
19 Jan 2024
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information
International Conference on Learning Representations (ICLR), 2024
Linfeng Ye
Shayan Mohajer Hamidi
Renhao Tan
En-Hui Yang
VLM
311
23
0
16 Jan 2024
Graph Relation Distillation for Efficient Biomedical Instance Segmentation
Pattern Recognition (Pattern Recogn.), 2024
Xiaoyu Liu
Yueyi Zhang
Zhiwei Xiong
Wei-Ping Huang
Bo Hu
Xiaoyan Sun
Feng Wu
279
1
0
12 Jan 2024
Cloud-Device Collaborative Learning for Multimodal Large Language Models
Guanqun Wang
Jiaming Liu
Chenxuan Li
Junpeng Ma
Yuan Zhang
...
Kevin Zhang
Maurice Chong
Ray Zhang
Yijiang Liu
Shanghang Zhang
215
18
0
26 Dec 2023
RdimKD: Generic Distillation Paradigm by Dimensionality Reduction
Yi Guo
Yiqian He
Xiaoyang Li
Haotong Qin
Van Tung Pham
Yang Zhang
Shouda Liu
282
2
0
14 Dec 2023
Mutual-Learning Knowledge Distillation for Nighttime UAV Tracking
Yufeng Liu
294
1
0
13 Dec 2023
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation
Jiawei Fan
Chao Li
Xiaolong Liu
Meina Song
Anbang Yao
262
12
0
07 Dec 2023
LightBTSeg: A lightweight breast tumor segmentation model using ultrasound images via dual-path joint knowledge distillation
Hongjiang Guo
Shengwen Wang
Hao Dang
Kangle Xiao
Yaru Yang
Wenpei Liu
Tongtong Liu
Yiying Wan
211
5
0
18 Nov 2023
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Zezhi Shao
Fei Wang
Yongjun Xu
Wei Wei
Chengqing Yu
...
Guangyin Jin
Xin Cao
Gao Cong
Christian S. Jensen
Xueqi Cheng
AI4TS
222
177
0
09 Oct 2023
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis
IEEE transactions on multimedia (IEEE TMM), 2023
Peipei Li
Xing Cui
Yibo Hu
Man Zhang
Ting Yao
Tao Mei
269
0
0
08 Oct 2023
Towards Comparable Knowledge Distillation in Semantic Image Segmentation
Onno Niemann
Christopher Vox
Thorben Werner
VLM
210
1
0
07 Sep 2023
Radio2Text: Streaming Speech Recognition Using mmWave Radio Signals
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2023
Running Zhao
Jiang-Tao Luca Yu
Haiying Zhao
Edith C.H. Ngai
245
10
0
16 Aug 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey
Chengming Hu
Xuan Li
Danyang Liu
Haolun Wu
Xi Chen
Ju Wang
Xue Liu
306
40
0
08 Aug 2023
AICSD: Adaptive Inter-Class Similarity Distillation for Semantic Segmentation
Amir M. Mansourian
Rozhan Ahmadi
S. Kasaei
286
5
0
08 Aug 2023
NormKD: Normalized Logits for Knowledge Distillation
Zhihao Chi
Tu Zheng
Hengjia Li
Zheng Yang
Boxi Wu
Binbin Lin
Xiaofei He
254
25
0
01 Aug 2023
CLIP-KD: An Empirical Study of CLIP Model Distillation
Computer Vision and Pattern Recognition (CVPR), 2023
Chuanguang Yang
Zhulin An
Libo Huang
Junyu Bi
Xinqiang Yu
Hansheng Yang
Boyu Diao
Yongjun Xu
VLM
345
77
0
24 Jul 2023
Deep Transfer Learning for Intelligent Vehicle Perception: a Survey
Green Energy and Intelligent Transportation (GEIT), 2023
Xinyi Liu
Jinlong Li
Jin Ma
Huiming Sun
Zhigang Xu
Tianyu Zhang
Hongkai Yu
366
49
0
26 Jun 2023
Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation
Chuanguang Yang
Xinqiang Yu
Zhulin An
Yongjun Xu
VLM
OffRL
557
35
0
19 Jun 2023
Team AcieLee: Technical Report for EPIC-SOUNDS Audio-Based Interaction Recognition Challenge 2023
Yuqi Li
Yi-Jhen Luo
Xiaoshuai Hao
Chuanguang Yang
Zhulin An
Dantong Song
Wei Yi
167
0
0
15 Jun 2023
BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Liyang Liu
Zihan Wang
M. Phan
Bowen Zhang
Jinchao Ge
Yifan Liu
309
21
0
13 Jun 2023
Knowledge Diffusion for Distillation
Neural Information Processing Systems (NeurIPS), 2023
Tao Huang
Yuan Zhang
Mingkai Zheng
Shan You
Fei Wang
Chao Qian
Chang Xu
324
87
0
25 May 2023
NORM: Knowledge Distillation via N-to-One Representation Matching
International Conference on Learning Representations (ICLR), 2023
Xiaolong Liu
Lujun Li
Chao Li
Anbang Yao
196
90
0
23 May 2023
MaGIC: Multi-modality Guided Image Completion
International Conference on Learning Representations (ICLR), 2023
Yongsheng Yu
Hao Wang
Tiejian Luo
Hengrui Fan
Libo Zhang
283
15
0
19 May 2023
Visual Tuning
ACM Computing Surveys (ACM Comput. Surv.), 2023
Bruce X. B. Yu
Jianlong Chang
Haixin Wang
Lin Liu
Shijie Wang
...
Lingxi Xie
Haojie Li
Zhouchen Lin
Qi Tian
Chang Wen Chen
VLM
438
60
0
10 May 2023
Directional Connectivity-based Segmentation of Medical Images
Computer Vision and Pattern Recognition (CVPR), 2023
Ziyun Yang
Sina Farsiu
321
76
0
31 Mar 2023
KD-DLGAN: Data Limited Image Generation via Knowledge Distillation
Computer Vision and Pattern Recognition (CVPR), 2023
Kaiwen Cui
Yingchen Yu
Fangneng Zhan
Tianran Ouyang
Shijian Lu1
Eric P. Xing
VLM
246
24
0
30 Mar 2023
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation
Ziwei Liu
Yongtao Wang
Xiaojie Chu
287
12
0
23 Mar 2023
A Survey of Historical Learning: Learning Models with Learning History
Xiang Li
Ge Wu
Lingfeng Yang
Wenzhe Wang
Renjie Song
Jian Yang
MU
AI4TS
249
2
0
23 Mar 2023
Continuous sign language recognition based on cross-resolution knowledge distillation
The Arabian journal for science and engineering (AJSE), 2023
Qidan Zhu
Jing Li
Fei Yuan
Quan Gan
SLR
155
6
0
13 Mar 2023
SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images
Pattern Recognition (Pattern Recogn.), 2023
Yuqun Yang
Xu Tang
Xiangrong Zhang
Jingjing Ma
Licheng Jiao
186
5
0
08 Mar 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
Neural Information Processing Systems (NeurIPS), 2023
Zifu Wang
Xuefei Ning
Matthew B. Blaschko
VLM
536
20
0
11 Feb 2023
Accelerating Diffusion Sampling with Classifier-based Feature Distillation
IEEE International Conference on Multimedia and Expo (ICME), 2022
Wujie Sun
Defang Chen
Can Wang
Deshi Ye
Yan Feng
Chun-Yen Chen
180
18
0
22 Nov 2022
KD-DETR: Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling
Computer Vision and Pattern Recognition (CVPR), 2022
Yu Wang
Xin Li
Shengzhao Wen
Fu-En Yang
Wanping Zhang
Qiang Chen
Haocheng Feng
Junyu Han
250
16
0
15 Nov 2022
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval
British Machine Vision Conference (BMVC), 2022
Abhra Chaudhuri
Goran Frehse
Yanbei Chen
Zeynep Akata
Anjan Dutta
229
7
0
19 Oct 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer
Neural Information Processing Systems (NeurIPS), 2022
Junjie Chen
Li Niu
Siyuan Zhou
Jianlou Si
Chao Qian
Liqing Zhang
190
12
0
05 Oct 2022
ViTKD: Practical Guidelines for ViT feature knowledge distillation
Zhendong Yang
Zhe Li
Ailing Zeng
Zexian Li
Chun Yuan
Yu Li
259
50
0
06 Sep 2022
FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Jianlong Yuan
Qiang Qi
Fei Du
Zhibin Wang
Fan Wang
Yifan Liu
157
23
0
30 Aug 2022
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chuanguang Yang
Zhulin An
Helong Zhou
Fuzhen Zhuang
Yongjun Xu
Qian Zhang
279
76
0
23 Jul 2022
SERE: Exploring Feature Self-relation for Self-supervised Transformer
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zhong-Yu Li
Shanghua Gao
Ming-Ming Cheng
ViT
MDE
253
19
0
10 Jun 2022
Knowledge Distillation from A Stronger Teacher
Neural Information Processing Systems (NeurIPS), 2022
Tao Huang
Shan You
Fei Wang
Chao Qian
Chang Xu
335
352
0
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CoupleFace: Relation Matters for Face Recognition Distillation
European Conference on Computer Vision (ECCV), 2022
Jiaheng Liu
Haoyu Qin
Yichao Wu
Jinyang Guo
Ding Liang
Ke Xu
CVBM
250
21
0
12 Apr 2022
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation
R. Liu
Kailun Yang
Alina Roitberg
Kailai Li
Kunyu Peng
Huayao Liu
Yaonan Wang
Rainer Stiefelhagen
ViT
276
56
0
27 Feb 2022
Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Chuanguang Yang
Zhulin An
Linhang Cai
Yongjun Xu
262
23
0
07 Sep 2021
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